My project as an intern with Thinkst has been to develop a pipeline for deploying Canary images to Raspberry Pi devices for testing purposes. This blog aims to illuminate the details of the project....
This journey started from a simple realisation. The foundation of web applications that we use on a daily basis is the hardware. Cloud services provide abstracted features that seem magical. However, a simple VPS...
CS Honours project - In Progress. Extracting Road Networks from medium resolution Sentinel satellite imagery. We support an end-to-end pipeline to streamline preprocessing satellite imagery, model inference and visualisation of results. We focus on road extraction in the context of South African regions.
PyTorch · Computer Vision · Docker · Google Earth Engine
Capstone project. A desktop application for visualising and editing UAV flight paths. Project is inspired by Zebiao's research in creating 3D digital models of heritage sites through the use of UAV photography. Interactive 3D VTK viewport and tools supports simulated FPV viewpoint rendering from proposed flight paths.
Python · VTK · PySide6